Egonex-AI/Understand-Anything
Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.
Build with Backblaze B2
SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
No releases in the last 90 days; the most recent was 120 days ago, with 65 contributors on GitHub.
Use Cases & Benefits
- Turns any codebase or knowledge base into an interactive knowledge graph for exploration, search, and question answering.
- Combines deterministic static analysis with LLM semantic understanding to produce reproducible yet insightful code and domain graphs.
- Use for onboarding new developers by generating guided tours and plain-English explanations of complex codebases.
- Use for impact analysis to visualize how code changes ripple through dependencies before committing.
- Use for transforming markdown wikis into navigable knowledge graphs with entity extraction and relationship discovery.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
MIT
Permissive: commercial use, modification and redistribution are allowed with attribution.
Community files
- README: present
- Contributing guide: present
- Code of conduct: present
Watch-outs
No watch-outs from GStars' checks.
General guidance from repository metadata, not legal advice. How we score
From the README
Turn any codebase, knowledge base, or docs into an interactive knowledge graph you can explore, search, and ask questions about.
Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.
AI should help people, not replace them.
An open-source project from Egonex
Originally created by Lum1104.
You just joined a new team. The codebase is 200,000 lines of code. Where do you even start?
Understand Anything is a Claude Code Plugin that analyzes your project with a multi-agent pipeline, builds a knowledge graph of every file, function, class, and dependency, then gives you an interactive dashboard to explore it all visually. Stop reading code blind. Start seeing the big picture.
The goal isn't a graph that wows you with how complex your codebase is — it's a graph that quietly teaches you how every piece fits together.
Navigate your codebase as an interactive knowledge graph — every file, function, and class is a node you can click, search, and explore. Select any node to see plain-English summaries, relationships, and guided tours.
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
Forks
7.8K+1.1K
Open issues
352+79
Compared with peers in CLI
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 8, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| morluto/rea | 450.0K | +22.9K | 75 | 16 days ago |
| mattpocock/skills | 320.9K | +9.5K | 75 | 12 days ago |
| vercel-labs/agent-desktop | 21.4K | +8.7K | 75 | 5 days ago |
| stablyai/orca | 121.4K | +6.7K | 75 | today |
| vercel-labs/agent-browser | 49.2K | +3.8K | 75 | 1 day ago |
| Egonex-AI/Understand-Anything | 91.3K | — | 58 | 120 days ago |
| Category median | 121.4K | +8.7K | 75 | — |
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